this annoys me as well, why would the app decide to log me out, when it cannot connect to the backend? I have playlists downloaded for this exact reason...
Same, it logged me out and can't log back in. I have dozens of hours of music downloaded on my phone for this exact reason... And I bought Spotify premium for this exact reason, to listen to offline music. What a shame.